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MiniMax: MiniMax M2.7 vs Qwen: Qwen3 Coder Next

Last updated at: 2026-03-18

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.0 5.0
Rank #64 #65
Consistency 5.3 10.0
Tests Correct
Attempt pass rate 49.0% 23.5%
Flaky tests 10 0
Total Runs 51 51
Cost per result 2.398 0.175
Total Cost $0.072 $0.007
Input Price $0.300 / 1M $0.120 / 1M
Output Price $1.200 / 1M $0.750 / 1M
Output Tokens 4,517 3,032
Reasoning Tokens 47,612 0
Response Time (avg) 27.32s 10.82s
Response Time (max) 117.04s 45.14s
Response Time (total) 437.10s 118.99s

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Score vs Total Cost

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 1,321 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 152 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.71s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
Qwen3 Coder Next 3.2 10.0 0.0% 0 22.86s 652 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0

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